# Fixltwithattitude (@fixltwithattitude) on tiktok

- id: koinon:creator:tiktok_fixltwithattitude
- url: https://koinonlink.com/kol/tiktok/fixltwithattitude
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: fixltwithattitude
- platform_url: https://www.tiktok.com/@fixltwithattitude
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 9501
- following: 4
- posts_observed: 12
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: lifestyle
- subcategory: home_living
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Multi-bit ratcheting screwdrivers, Cordless portable pressure washers, DIY car and bathroom cleaning hacks, TikTok Shop tool deals and free shipping
- bio: The OG of multi-bits. Your screwdriver just became 20 tools.💪

## Audience (inferred)
- status: present
- description: DIY homeowners, apartment dwellers, and car owners who prefer affordable self-cleaning and repair tools over professional services
- roles: consumer
- seniority: consumer
- pain_points: Paying for expensive car washes or professional cleaning, Struggling with hard-to-reach or tough cleaning jobs like bathroom grout and wheels, Needing multiple separate tools for furniture assembly and repairs, Limited space or no hose access for car washing in apartments
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_fixltwithattitude#02b98945] Wash Your Car Anytime, Anywhere!#FreeShipping #pressurewasher #cordlesspressurewasher #CarOwners #TikTokshopbacktoschool #fyp (https://www.tiktok.com/@fixltwithattitude)
- [tiktok_fixltwithattitude#269d5e83] original sound - fixltwithattitude
- [tiktok_fixltwithattitude#5aaac420] It is a becoming a big trend on TikTok now! Click here: freeshipping
- [tiktok_fixltwithattitude#fe2878e0] Check out Fixltwithattitude’s video! #TikTok >
- [tiktok_fixltwithattitude#a2394402] ⚡️⚡️Why pay more?This 55-in-1 tool kit saves you more!#TikTokShopFinds #Screwdriver #TikTokshopbacktoschool #DIYTools #ToolTok #FreeShipping
- [tiktok_fixltwithattitude#270f7dd4] 38-in-1 ratcheting screwdriver—compact, portable, and incredibly convenient! With 38 different bits, it’s perfect for assembling furniture, tightening cabinet hinges, repairing appliances, and handling everyday DIY jobs. Everything stays neatly organized in one compact case, so t

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=70, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=56, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=70, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=70, method=platform_profile

## Freshness
- profile_checked_days_ago: 70
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 10
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_fixltwithattitude
- Request removal: https://koinonlink.com/claim?k=tiktok_fixltwithattitude
- Terms: https://koinonlink.com/for-ai